Abstract
This data article contains partial charges generated for cholesterol, C7-hydroxycholesterol and C7-hydroperoxycholesterol and torsional parameters for hydroperoxy of C7-hydroperoxycholesterol for molecular dynamics simulations in the OPLSAA force field [1] using the package Gromacs [2]. The hydroperoxy group remained unparameterized in the OPLSAA force field and the parameters obtained have the potential for re-use in similar simulations. The atom-centred point charges on each sterol molecule were derived using the restrained electrostatic potential (RESP) approach [3]. The parameters for the C7-OET-OH-HO and C8-C7-OET-OH torsion angles were derived by fitting the parameters of the torsional term (Ryckaert-Bellemans function) of the OPLSAA potential energy function to the quantum mechanical rotational energy profile calculated at CCSD(T)/cc-pVQZ level of theory. This article presents data used in the research article “Chirality affects cholesterol-oxysterol association in water, a computational study” [4].
Keywords: 7α,β-hydroxycholesterol; 7α,β-hydroperoxycholesterol; OPLSAA force field parameters; Hydroperoxy group
Specifications Table
| Subject | Chemistry |
| Specific subject area | Molecular dynamic simulations |
| Type of data | Table Figure |
| How data were acquired | Quantum energy calculations were carried out using package Gaussian 09 |
| Data format | Text format, raw, analyzed |
| Parameters for data collection | Quantum mechanical calculations at B3LYP/6-31++G(d,p), MP2/cc-pVQZ and CCSD(T)/cc-pVQZ levels of theory |
| Description of data collection | Data were obtained as a result of quantum mechanical calculations |
| Data source location | Department of Computational Biophysics and Bioinformatics, Faculty of Biochemistry, Biophysics and Biotechnology, Jagiellonian University, Krakow, Poland |
| Data accessibility | Data are supplied with this article and 10.5281/zenodo.5549934 |
| Related research article | M. Markiewicz, R. Szczelina, B. Milanovic, W.K. Subczynski, M. Pasenkiewicz-Gierula, Chirality affects cholesterol-oxysterol association in water, a computational study. Comput. Struct. Biotechnol. J. 19, 4319–4335, 2021. |
Value of the Data
-
•
Parameters for hydroperoxy group in OPLSAA force field [1] are provided
-
•
The force field parameters could be used in simulations of hydroperoxides, e.g. cholesterol hydroperoxides, which are key factors in the development of atherosclerotic plaque.
-
•
The parameters, which have been missing in the OPLSAA force field so far, obtained in this work can be used in molecular dynamics simulations of biomolecular systems containing hydroperoxides especially lipid bilayers and lipoproteins using the package Gromacs [2].
1. Data Description
-
1.
Sterol partial charges
-
2.
Torsional parameters for the hydroperoxy group of 7-OOH-Chol in the OPLSAA force field
2. Experimental Design, Materials and Methods
-
1.
Sterol partial charges
The atom-centred point monopole charges on each sterol molecule were derived using multi-conformation and multi-orientation restrained electrostatic potential (RESP) fitting [3] through the following steps:
1a. For each sterol, 1000 conformations were generated by rotation around covalent bonds of the sterol hydrocarbon chain. From the generated conformations, 25 diverse conformations were selected on an RMSD basis (Fig. 2).
1b. The structures of the selected conformations were optimized at two levels of theory in QM calculations, first HF/6-31G* (Opt=Tight) and then B3LYP/6-31++G(d,p) (Opt=Tight, Int=UltraFine). All QM calculations were carried out using the package Gaussian 09 [6].
1c. For each of the optimized structures in four different orientations controlled by re-orientation algorithm incorporated into the R.E.D. program [7], the values of the electrostatic potential on a molecular surface were calculated at the HF/6-31G* level, in compliance with the OPLS force field. The partial charges were obtained by fitting the classical Coulomb electrostatic potential to the QM molecular electrostatic potential calculated at the grid points on the Connolly surface around the sterol molecule (A in Table 1) or using the CHELPG approach (B in Table 1) [8].
1d. For each sterol and the calculation method (A or B, above), the partial charges are averages over 100 sets of charges calculated for all optimized conformers in 4 different orientations (Table 1).
-
2.
Torsional parameters for the hydroperoxy group of 7-OOH-Chol in the OPLSAA force field
Fig. 2.
Conformations of Chol selected for calculation of partial charges.
Table 1.
Calculated partial atomic charges on sterol molecules. A and B refer to different ways of the grid calculations (cf. point 1c below). OET is the ether oxygen atom of the C7-OOH group, OH is the hydroxy oxygen atom and HO is the hydroxy hydrogen atom of the C7-OOH group; equivalent hydrogen atoms are omitted and the number assigned to the hydrogen atom corresponds to that assigned to the relevant carbon atom, e.g. H271 is bonded to C27; the numbers and names of atoms are such as in Fig. 1; colors of numbers in the Table correspond to the colors of groups in Fig. 1.
| atom↓ | 7-Oxysterol |
7-Peroxysterol |
||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Form → | Cholesterol |
alpha |
beta |
alpha |
beta |
|||||
| Grid → | A | B | A | B | A | B | A | B | A | B |
| HO3 | .4224 | .4258 | .4158 | .4092 | .4112 | .4076 | .417 | .4134 | .4082 | .4048 |
| O3 | −.711 | −.7652 | −.7096 | .7383 | −.6979 | −.7391 | −.718 | −.7486 | −.6944 | −.732 |
| C3 | .2925 | .4437 | .3343 | .4613 | .2995 | .4726 | .3534 | .4977 | .3125 | .4631 |
| H3 | .0149 | -.0678 | .0779 | .012 | .0872 | .0069 | .0756 | .0113 | .0833 | .0087 |
| C5 | −.086 | −.1976 | −.0651 | −.0692 | −.0653 | −.0414 | −.0596 | −.0362 | −.1008 | −.1086 |
| C6 | −.2429 | −.3258 | −.2962 | −.4758 | −.3319 | −.5432 | −.2397 | −.4303 | −.1968 | −.3956 |
| H6 | .1334 | .144 | .1677 | .1785 | .1745 | .1904 | .1458 | .1589 | .1576 | .1796 |
| C7 | −.0674 | .1576 | .1049 | .5223 | .1788 | .6475 | .0469 | .4743 | .064 | .4623 |
| H71 | .0493 | −.0209 | .1183 | −.0026 | .1129 | −.0227 | .1216 | .0016 | .0883 | −.0404 |
| C8 | −.021 | .063 | −.039 | −.0531 | −.0185 | −.0726 | −.0349 | −.116 | .0121 | .1258 |
| H8 | .0704 | −.0402 | .0634 | −.0475 | .0964 | −.0082 | .0735 | −.0269 | .1167 | −.0202 |
| C9 | .0271 | .009 | .0138 | .0052 | .0133 | −.0434 | .0219 | .067 | .0253 | −.112 |
| H9 | .0345 | −.0508 | .0499 | −.0359 | .0165 | −.054 | .0477 | −.0484 | .0177 | −.0458 |
| C10 | .0706 | .4919 | .085 | .3688 | .061 | .3346 | .0821 | .3339 | .0712 | .3596 |
| C19 | −.0833 | −.2356 | −.0862 | −.1547 | −.0509 | −.1549 | −.1269 | −.2007 | −.0508 | −.0948 |
| H191 | .0263 | .037 | .0249 | .0192 | .0125 | .0175 | .0335 | .0307 | .0158 | .0041 |
| C1 | −.0669 | −.2698 | −.0286 | −.1164 | −.0395 | −.0938 | −.0257 | −.073 | −.0457 | −.1159 |
| H11 | .0145 | .0379 | .0104 | .0157 | .0226 | .0218 | .0139 | .0112 | .0227 | .0287 |
| C2 | −.0586 | .054 | −.1178 | −.1352 | −.1299 | −.1584 | −.112 | −.1747 | −.1274 | −.1534 |
| H21 | .0577 | .0162 | .04 | .0335 | .0478 | .0366 | .0356 | .0393 | .0475 | .0373 |
| C11 | −.072 | .0246 | −.1332 | −.0248 | −.0821 | .1016 | −.111 | .0006 | −.0836 | .1199 |
| H111 | .034 | −.006 | .0567 | .017 | .0409 | −.0147 | .0486 | .0052 | .0379 | −.0214 |
| C12 | −.0918 | −.2028 | −.083 | −.1715 | −.0952 | −.2163 | −.0871 | −.171 | −.0976 | −.2187 |
| H121 | .015 | .0183 | .0128 | .0087 | .0192 | .0164 | .011 | .0089 | .0207 | .021 |
| C13 | .1031 | .449 | .1189 | .4346 | .1021 | .4651 | .1736 | .4392 | .0951 | .4137 |
| C18 | −.1187 | −.3953 | −.1369 | −.4761 | −.1676 | −.4727 | −.1948 | −.4895 | −.1398 | −.4528 |
| H181 | .025 | .0739 | .025 | .0922 | .0332 | .0907 | .035 | .0945 | .0296 | .0908 |
| C14 | .0038 | .0504 | .0222 | .2014 | .0167 | .1166 | .0447 | −.0902 | .0328 | −.0439 |
| H14 | .0229 | −.0269 | .0244 | −.0588 | −.0002 | −.0541 | .0016 | −.0177 | .0057 | −.032 |
| C15 | −.0981 | −.1183 | −.0817 | −.1189 | −.0909 | −.1078 | −.0982 | −.0022 | −.1391 | −.0597 |
| H151 | .029 | .0145 | .0291 | .0133 | .0355 | .0187 | .0303 | .0032 | .0442 | .0146 |
| C16 | −.1212 | −.0166 | −.0887 | −.0103 | −.0982 | −.0135 | −.0975 | −.1426 | −.1079 | −.0961 |
| H161 | .04 | .0073 | .0274 | .0034 | .0314 | .0032 | .0322 | .0179 | .0455 | .0185 |
| C17 | .0292 | −.0765 | .0425 | −.0764 | .0393 | −.0698 | .0361 | .2497 | .0117 | .085 |
| H17 | .0061 | −.0274 | .0066 | −.0217 | .0083 | −.026 | .0197 | −.0658 | .0131 | −.046 |
| C20 | .0833 | .285 | .0838 | .2783 | .0812 | .2665 | .0934 | .2735 | .1104 | .2865 |
| H20 | −.0116 | −.0662 | −.0154 | −.0654 | −.0137 | −.0621 | −.0195 | −.0604 | −.0189 | −.0643 |
| C21 | −.121 | −.316 | −.1211 | −.3123 | −.1124 | −.2971 | −.1447 | −.3002 | −.1367 | −.3027 |
| H211 | .0239 | .0642 | .0229 | .0634 | .0211 | .0599 | .0297 | .0611 | .0276 | .0608 |
| C22 | −.0103 | −.0716 | −.0131 | −.07 | −.0053 | −.0656 | −.0294 | −.1021 | −.017 | −.0941 |
| H221 | −.0043 | −.0049 | −.0043 | −.0054 | −.0058 | −.0054 | .0002 | .0037 | −.0031 | .0023 |
| C23 | .0066 | .1137 | .0054 | .1167 | .0035 | .1115 | .0067 | .1311 | .0048 | .1135 |
| H231 | .0022 | −.0306 | .0025 | −.0313 | .0025 | −.0301 | .0041 | −.0319 | .0019 | −.0291 |
| C24 | −.065 | −.1031 | −.0691 | −.1092 | −.0683 | −.1083 | −.0783 | −.1238 | −.0779 | −.1179 |
| H241 | .0039 | −.0014 | .0054 | .0005 | .0052 | .0005 | .0079 | .0042 | .0092 | .0048 |
| C25 | .2607 | .4183 | .2595 | .4198 | .2615 | .4195 | .2677 | .4248 | .2618 | .4176 |
| H25 | −.0405 | −.0871 | −.0402 | −.0869 | −.0409 | −.0868 | −.0407 | −.0869 | −.0417 | −.087 |
| C26 | −.2078 | −.2863 | −.2138 | −.291 | −.2124 | −.2911 | −.2167 | −.2911 | −.2059 | −.2899 |
| H261 | .0404 | .0529 | .0423 | .0548 | .0417 | .0548 | .0426 | .0542 | .0403 | .0543 |
| C27 | −.2078 | −.2858 | −.2032 | −.2895 | −.2053 | −.2897 | −.2183 | −.2951 | −.217 | −.2868 |
| H271 | .0404 | .0531 | .0393 | .0537 | .0398 | .0539 | .0433 | .0557 | .0433 | .0541 |
| HO | .4072 | .4037 | .4139 | .4126 | .413 | .4132 | .3923 | .39 | ||
| OH | −.6333 | −.7276 | −.6631 | −.7559 | −.4246 | −.4339 | −.3985 | −.4042 | ||
| OET | −.2308 | −.3128 | −.2568 | −.3317 | ||||||
-
2a.For the derived RESP charges and the optimized structure of the 7-OOH-Chol, torsions CT-OX-OH-HO (OPLS force field atom type names corresponding to C7-OET-OH-HO of the sterol, Fig. 1) and CT-CT-OX-OH (OPLSAA force field atom type names corresponding to C8-C7-OET-OH of the sterol, Fig. 1) were rotated by increments of 10° about the O-O and the C-O bond, respectively; each rotation yielded 36 rotamers. The energy of each rotamer was calculated using methods at four levels of theory:
-
i.MP2/cc-pVDZ (marked below as MP2/SBS – small basis set)
-
ii.MP2/cc-pVQZ (marked below as MP2/LBS – large basis set)
-
iii.CCSD(T)/cc-pVDZ (marked below as CCSDT/SBS)
-
iv.CCSD(T)/cc-pVQZ (calculated using the HI-EM method [9] marked below as CCSDT/LBS)
-
i.
-
2b.The parameters for the CT-OX-OH-HO and CT-CT-OX-OH torsion angles (Table 2) were obtained by fitting the parameters of the torsional term (Ryckaert-Bellemans function) of the OPLSAA potential energy function (Eq. (1)) to the CCSD(T)/cc-pVQZ energy profile for rotation (Figs. 3 and 4), each based on the 36 energy values calculated in point 2a above.
Eq. (1). Ryckaert-Bellemans dihedral potential.(1)
Fig. 1.
Molecular structure of cholesterol (Chol, black), C7-hydroxycholesterol (black and red, 7-OH-Chol) and C7-hydroperoxycholesterol (black and blue, 7-OOH-Chol). The C7-OH group of 7β-OH-Chol is in red, and the C7-OOH group of 7α-OOH-Chol is in blue. The alpha stereoisomer has a substituent on the C7 atom which is oriented in the same direction as the OH group on the C3 atom, and that of the beta stereoisomer is oriented in the opposite direction. The Chol atoms are numbered according to the IUPAC convention [5]. The chemical symbol for carbon atoms, C, and the hydrogen atoms, H, are omitted except for the sterol polar groups, where the H atoms are explicitly included.
Table 2.
Torsional parameters for the C7-OET-OH-HO and C8-C7-OET-OH torsion angles (Fig. 1) obtained from fitting the Ryckaert-Bellemans dihedral function to the CCSD(T)/cc-pVQZ energy profile.
| Torsion | C0 | C1 | C2 | C3 | C4 | C5 |
|---|---|---|---|---|---|---|
| C7-OET-OH-HO | −3.65214 | −0.35069 | 9.99453 | −4.5091 | ||
| C8-C7-OET-OH | −1.3566 | 4.42684 | 9.6062 | −18.5349 | −0.64 | 4.42 |
Fig. 3.
2D potential energy surfaces for rotation about the O-O bond in the C7-OET-OH-HO isolated moiety calculated at four levels of theory in QM calculations (see below) together with the energy profile, calculated on the basis of the original OPLSAA parameters (blue) and those obtained in the fitting procedure (yellow).
Fig. 4.
2D potential energy surfaces for rotation about the C-O bond in the C8-C7-OET-OH isolated moiety calculated at four levels of theory in QM calculations (see below) together with the energy profile, calculated on the basis of the original OPLSAA parameters (blue) and those obtained in the fitting procedure (yellow).
2.1. Files description
Provided datasets include (1) partial atomic charges of cholesterol, C7-hydroxycholesterol and C7-hydroperoxycholesterol. The names and order of atoms in the molecules are according to the IUPAC convention [5]; (2) torsional parameters for the C7-OET-OH-HO and C8-C7-OET-OH torsion angles. The data file format is Excel(.xlsx).
Ethics Statement
The studies described in the manuscript are computational, therefore were not conducted on humans or animals.
CRediT authorship contribution statement
Michal Markiewicz: Methodology, Validation, Formal analysis, Investigation, Writing – original draft. Robert Szczelina: Methodology, Software, Validation, Formal analysis, Investigation, Writing – review & editing. Marta Pasenkiewicz-Gierula: Conceptualization, Validation, Writing – review & editing, Supervision, Project administration, Funding acquisition.
Declaration of Competing Interest
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
Acknowledgments
This publication was supported by the Polish National Science Center 2016/22/M/NZ1/00187 and in part by PL-Grid Infrastructure.
Contributor Information
Michal Markiewicz, Email: m.markiewicz@uj.edu.pl.
Robert Szczelina, Email: robert.szczelina@uj.edu.pl.
Marta Pasenkiewicz-Gierula, Email: marta.pasenkiewicz-gierula@uj.edu.pl.
References
- 1.Jorgensen W.L., Maxwell D.S., Tirado-Rives J. Development and testing of the OPLS all-atom force field on conformational energetics and properties of organic liquids. J. Am. Chem. Soc. 1996;118:11225–11236. doi: 10.1021/ja9621760. [DOI] [Google Scholar]
- 2.Abraham M.J., Murtola T., Schulz R., Pall S., Smith J.C., Hess B., Lindahl E. GROMACS: high performance molecular simulations through multi-level parallelism from laptops to supercomputer. SoftwareX. 2015;1-2:19–25. doi: 10.1016/j.softx.2015.06.001. [DOI] [Google Scholar]
- 3.Cornell W.D., Cieplak P., Bayly C.I., Kollman P.A. Application of RESP charges to calculate conformational energies, hydrogen-bond energies, and free-energies of solvation. J. Am. Chem. Soc. 1993;115:9620–9631. doi: 10.1021/ja00074a030. [DOI] [Google Scholar]
- 4.Markiewicz M., Szczelina R., Milanovic B., Subczynski W.K., Pasenkiewicz-Gierula M. Chirality affects cholesterol-oxysterol association in water, a computational study. Comput. Struct. Biotechnol. J. 2021;19:4319–4335. doi: 10.1016/j.csbj.2021.07.022. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.McNaught A.D. Nomenclature of carbohydrates (IUPAC Recommendations 1996) Pure Appl. Chem. 1996;68:1919–2008. [Google Scholar]
- 6.Gaussian 09, Revision A.1, Frisch, M.J. et al., Gaussian, Inc., Wallingford CT, 2009.
- 7.Dupradeau F.Y., Pigache A., Zaffran T., Savineau C., Lelong R., Grivel N., Cieplak P. The R.E.D. tools: advances in RESP and ESP charge derivation and force field library building. Phys. Chem. Chem. Phys. 2010;12(28):7821–7839. doi: 10.1039/C0CP00111B. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Sigfridsson E., Ryde U. Comparison of methods for deriving atomic charges from the electrostatic potential and moments. J. Comput. Chem. 1998;19:377–395. doi: 10.1002/(SICI)1096-987X. (199803)19:4≤377::AID-JCC1≥3.0.CO;2-P. [DOI] [Google Scholar]
- 9.Klauda J.B., Garrison S.L., Jiang J.W., Arora G., Sandler S.I. HM-IE: quantum chemical hybrid methods for calculating interaction energies. J. Phys. Chem. A. 2004;108:107–112. doi: 10.1021/ci500273s. [DOI] [Google Scholar]




